Model Jury
A first-class multi-model ballot system to expose disagreement, latency, and confidence before you commit.
Blast Radius Simulator
Heuristic risk analysis that predicts impacted surfaces and validation hotspots before code changes begin.
Release Contract Generator
Transforms vague prompts into deliverables, validations, and rollback clauses that reviewers can enforce.
Mission Lock
Locks the north star, immutable constraints, non-goals, and proof requirements so silent intent drift is visible and preventable.
Proof Gate
Scores whether model output is trustworthy, flags unsupported completion claims, and shows the missing evidence.
Release Gate Preflight
Adds a real release gate with readiness scoring, blocked checks, recommended jury members, and retry playbooks.
Hidden Pain Detector
Identifies contradiction-heavy prompts, missing inputs, and invisible release costs before a human blames the model.
Session Capsule
Exports the live run state into a portable capsule so the same context can resume across web, desktop, CLI, and editor surfaces.
Continuity Vault
Stores automatic local snapshots so strong runs can be restored without relying on fragile checkpoint behavior.
Auto-Heal Recovery Lanes
Prepares fallback provider lanes and can recover the run when auth, network, or missing-model failures happen.
Freshness Sentinel
Identifies when a request touches fast-moving SDKs, APIs, or deployment platforms and asks for live proof before trusting recommendations.
Ops Ledger
Stores run history, failures, and next-step suggestions so retries improve instead of repeating the same mistake.
Ship Memo Autowriter
Generates public-facing notes, README snippets, and launch summaries directly from the working session.
Talent Workbench
Ship from prompt to release notes
Provider Profile
OrbitForge Demo
Zero-config built-in execution lane for the hosted product
Release Gate
Status
Run release preflight to validate provider readiness, workspace coverage, and release risk before prompting a model.
Checks
No preflight checks yet.
Hidden Pain Detector
Operator Burden
--
Run preflight to surface contradictions, missing assumptions, and invisible coordination costs.
Faultlines
No hidden faultlines surfaced yet.
Missing Inputs
Invisible Costs
Seamless Actions
- No automatic action hints yet.
Freshness Sentinel
Freshness Risk
Run preflight to catch stale-doc risk before the model recommends outdated APIs or libraries.
Live Proof Requests
Suggested Artifacts
Release Checklist
Release Contract
Deliverables
- Shippable interface updates with responsive states
- Reviewer-readable implementation summary
- Validation evidence for the affected surface
Validations
- Run web build and route smoke checks
- Verify provider connectivity for the selected execution path
Mission Lock
Immutable Constraints
- Preserve provider-agnostic behavior and avoid introducing vendor lock-in.
- Keep public-facing docs and rollout messaging aligned with product behavior.
- Do not treat output as release-ready without explicit proof.
Non-Goals
- Do not pull packaging work into the scope unless the task explicitly needs it.
- Avoid broadening the task beyond the current blast radius.
Proof Requirements
- Run web build and route smoke checks
- Verify provider connectivity for the selected execution path
- Reference the exact proof used to justify any completion or release-ready claim.
Drift Risks
- The task asks to ship without naming proof expectations.
Proof Gate
Trust Score
Run a model lane and require explicit proof before accepting completion.
Supported Claims
No proof-backed claims yet.
Missing Evidence
- Run web build and route smoke checks
- Verify provider connectivity for the selected execution path
- Reference the exact proof used to justify any completion or release-ready claim.
Blast Radius Simulator
Risk Score
56
Impacted Areas
Watchouts
- Cross-provider payload differences can create hidden runtime failures.
- Release-facing changes need rollback language and proof before they are shared publicly.
Required Checks
- Exercise provider routes with at least one local and one hosted-compatible payload.
- Refresh docs and README copy so public claims match the current implementation.
Ops Ledger
Model Jury
Ship Memo Autowriter
OrbitForge shipped a demo/orbitforge-analyst session focused on: Review the selected workspace, suggest the implementation plan, produce the patch strategy, and define the release validation steps.. Primary deliverables: Shippable interface updates with responsive states; Reviewer-readable implementation summary; Validation evidence for the affected surface. Validation plan: Run web build and route smoke checks; Verify provider connectivity for the selected execution path. Risk score: 56/100 (medium) with impacted areas in Provider routes and backend request handling, Docs, README, and public positioning. Latest model takeaway will appear after the first run.
Session Capsule
Preserve the exact prompt, provider lane, and release state so another surface can resume without rebuilding context from memory.
Continuity Vault
Automatic local snapshots of the workbench state so a good run survives refreshes, interruptions, and surface changes.
Recovery Playbook
Latest Output
Awaiting run
Run a prompt to generate plan, implementation notes, validation, and remaining risk sections.